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@@ -240,6 +240,7 @@ python3 download_pdfs.py # The code is generated by Doubao AI
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|2024.09|🔥[VPTQ] VPTQ: EXTREME LOW-BIT VECTOR POST-TRAINING QUANTIZATION FOR LARGE LANGUAGE MODELS(@Microsoft)|[[pdf]](https://arxiv.org/pdf/2409.17066)|[[VPTQ]](https://github.com/microsoft/VPTQ)|⭐️ |
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|2024.11|🔥[BitNet] BitNet a4.8: 4-bit Activations for 1-bit LLMs(@Microsoft)|[[pdf]](https://arxiv.org/pdf/2411.04965)|[[bitnet]](https://github.com/microsoft/unilm/tree/master/bitnet)|⭐️ |
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|2025.04|🔥[**BitNet v2**] BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs(@Microsoft)|[[pdf]](https://arxiv.org/pdf/2504.18415)|[[bitnet]](https://github.com/microsoft/unilm/tree/master/bitnet)|⭐️ |
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|2025.05|🔥[**GuidedQuant**] GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance (@SNU&SamsungAILab&Google) |[[pdf]](https://arxiv.org/pdf/2505.07004)|[[GuidedQuant]](https://github.com/snu-mllab/GuidedQuant)|⭐️⭐️ |
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